Positions

Selected Publications

Academic Article

Year Title
2023 Machine learning-based multi-objective optimization for efficient identification of crystal plasticity model parameters.  Computer Methods in Applied Mechanics and Engineering.  403:115740-115740. 2023
2022 Genome-wide mediation analysis: an empirical study to connect phenotype with genotype via intermediate transcriptomic data in maize..  Genetics: a periodical record of investigations bearing on heredity and variation.  221:iyac057. 2022
2022 A Farm-to-Fork Quantitative Microbial Exposure Assessment of β-Lactam-Resistant Escherichia coli among U.S. Beef Consumers..  Microorganisms.  10:661. 2022
2022 Gene by environment interaction mouse model reveals a functional role for 5-hydroxymethylcytosine in neurodevelopmental disorders..  Genome Research.  32:266-279. 2022
2022 Gene Co-expression Network Analysis and Linking Modules to Phenotyping Response in Plants..  Methods in Molecular Biology.  2539:261-268. 2022
2021 High-Dimensional Mediation Analysis with Applications to Causal Gene Identification.  Statistics in Biosciences.  14:432-451. 2021
2021 An Empirical Bayes approach for the identification of long-range chromosomal interaction from Hi-C data..  Statistical Applications in Genetics and Molecular Biology.  20:1-15. 2021
2020 Expanded encyclopaedias of DNA elements in the human and mouse genomes..  Nature.  583:699-710. 2020
2020 Perspectives on ENCODE..  Nature.  583:693-698. 2020
2020 TGCnA: temporal gene coexpression network analysis using a low-rank plus sparse framework..  Journal of Applied Statistics.  47:1064-1083. 2020

Article

Year Title
2022 MedDiC: high dimensional mediation analysis via difference in coefficients 2022
2018 Genomic Bayesian confirmatory factor analysis and Bayesian network to characterize a wide spectrum of rice phenotypes 2018
2018 Temporal Gene Coexpression Network Analysis Using A Low-rank plus Sparse Framework 2018

Chapter

Year Title
2019 Data Analysis of ChIP-Seq Experiments.  67-77. 2019

Teaching Activities

  • Advanced Statistical Modeling Taught course 2023
  • Advanced Statistical Modeling Taught course 2023
  • Statistical Computing Taught course 2022
  • Statistical Computing Taught course 2022
  • Statistical Mthds for Research Taught course 2022
  • Statistical Mthds for Research Taught course 2022
  • Adv Stat Methods for Research Taught course 2022
  • Adv Stat Methods for Research Taught course 2022
  • Survival Analysis Taught course 2022
  • Survival Analysis Taught course 2022
  • Spc Top/Statistical Computing Taught course 2021
  • Statistics Engnrs&Scientists Taught course 2021

    • Education And Training

  • B.S., China Agricultural Univ
  • Ph.D. Mathematics & Statistics, University of Pittsburgh

    • Full Name

  • Qi Zhang